← Back to resources

Benchmark

FairRSFM

Profile in progress

FairRSFM authors

Diagnose biome-dependent performance gaps in frozen remote sensing foundation models.

Open official page ↗

Resource profile

Access
Pending release
Access note
Project documentation and reported results are public. The authors report implementation and dataset release as pending; the abstract’s availability claim is not a site execution check.
Inputs
Georeferenced samples, biome assignments and downstream task labels.
Outputs
Overall and worst-group task metrics, calibration and disparity measures.
License
License not yet verified
Limits
Reported performance does not establish transfer to a new conservation study; executable implementation and dataset release remain pending.
Evaluation conditions
Frozen encoders; Prithvi-EO-2.0, SatMAE and DOFA; four downstream datasets; three random seeds, as reported by the authors.
Code release
Author reports pending release
Data release
Author reports pending release
Site execution check
Not run by this site

Associated timeline